Databricks Courses

Building Applications with Databricks SDK for Go

Explore how Databricks SDK for Go enhances application development, simplifies deployment, and improves packaging. Learn from examples like Databricks CLI and Labs Watchdog for efficient data analytics workflows.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Transforming Legacy Reporting to Cloud-Based BI Applications

Streamlining 900+ legacy reports into a centralized cloud-based metric hub for TD's Personal Banking, enhancing data governance and cost-efficiency while providing a single source of truth.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Development and Deployment of Generative AI with NVIDIA

Discover how to rapidly develop and deploy enterprise-scale generative AI solutions using microservices, leveraging NVIDIA NIM and AI software for tailored business applications.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Delta Tensor: Efficient Vector and Tensor Storage in Delta Lake

Efficient tensor storage solution for machine learning workflows, using chunking and sparse encoding to reduce IO costs and improve storage efficiency in cloud-native Lakehouse environments.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Best Practices for Unit Testing PySpark

Learn effective techniques for unit testing PySpark code, including local and CI testing, code structuring for testability, and integration testing with clusters for enhanced reliability and easier refactoring.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

GenAI-Enabled Co-Pilots for Data Management on Databricks Platform

Explore how GenAI co-pilots accelerate data modernization for enterprises, enhancing efficiency in data management and operations while maintaining value in strategic transformations.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Generative AI and Advanced Machine Learning in Telecommunications

Exploring Generative AI and ML's impact on telecom: network optimization, customer service enhancement, and operational efficiency, with case studies and future trends.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Simulating the Superbowl: Real-Time ML to Predict the NFL

Explore DraftKings' real-time ML system for NFL predictions, featuring Monte Carlo simulations and ensemble models. Learn about their MLOps pipelines and how Databricks accelerates development.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Becoming GDPR and CCPA Compliant Using Delta Live Tables

Explore solutions for implementing "Right to be Forgotten" in data lakehouses using Delta Live Tables, ensuring compliance with GDPR and CCPA privacy regulations.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Best Practices for Data Preparation in Generative AI Development

Explore data preparation techniques for generative AI, covering quality, diversity, labeling, preprocessing, and optimization. Gain practical insights for enhancing model performance and accuracy.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Distributed Deep Learning for Cancer Cell Typing and Tumor Purity

Innovative AI-driven digital pathology workflow using Azure Databricks for faster, more accurate tumor analysis from H&E slides, enhancing large-scale genomics research and advancing digital pathology.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Streamlined Monitoring of Databricks Workflows with Deloitte

Discover Deloitte's Automated Workflow Monitoring solution for Databricks, offering streamlined tracking of data engineering pipeline statuses with minimal overhead and a simplified view, built on Databricks' SDK and SQL dashboards.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

BigQuery Native Integration with Delta Lake - The Latest Announcement

Explore BigQuery's native querying of Delta Lake tables, enhancing data strategy with improved performance and cross-cloud capabilities. Learn about GCP's open platform integrations and interoperability features.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Data Warehouse Performance on the Data Lakehouse

Explore latest developments in data lakehouse querying for optimal performance. Learn why to avoid proprietary warehouses and discover Coinbase's architecture using Databricks Lakehouse and StarRocks.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Reskilling Data Talent in the Era of Generative AI

Explore Accenture's approach to evolving data and AI roles, circular pathways, and the changing landscape of data platforms. Learn about new skills needed for data architects and governance experts in the era of generative AI.

• YouTube
• 16 minutes
• Self-Paced
• Free Video